Monitoring a competitor who publishes no feed is the case every RSS guide skips. Twenty-one platforms sorted by which of three jobs they do, and the finished setup is business process automation you own outright, with no seat licence to renew.
Blaming the content is the reflex when a post underperforms, and it is usually the wrong diagnosis. A second reader decides distribution before any human sees the post, and most of what it checks is mechanical enough to automate business processes around, on five platforms at once.
Gloves on, tape measure in hand — nobody types a query. Three voice surfaces for ai automation tools (terminal, Telegram, Discord), 10 TTS and 6 STT providers compared on cost and latency, plus a setup that costs nothing.
Fine-tuning and customizing AI models.
Two of the three fixes can be undone the same afternoon. The third cannot, and it is the one people reach for first. LoRA cut costs tenfold, which made the expensive option tempting rather than correct. In business process automation, the order you try things in is the whole decision.
Fine tuning turns a generalist into a specialist - skip the baseline and you can never prove it worked. Five steps on Google Cloud: baseline, data prep, instruction design, hyperparameters, evaluation. Plus the finding that surprises business process automation buyers: 100 good samples beat 1,000.
When I rebuild one with AI agents, you get the write-up — including the parts that didn't work. No weekly roundup, no "5 tools you need."